Context7
Up-to-date docs for AI agents
作者による説明(英語の原文)
Shared, living memory for you and your people — coves your AI assistant can read and write.
この3つを1つのスコアにまとめることはしません。意見、測定、人気はそれぞれ別のものだからです。
このサーバーのやさしい解説はまだ書いていません。以下はレジストリから読み取った事実です。
使っているAIアプリを選んで、設定をコピーしてください。
必要なもの
どのアプリを使っていますか?
上でアプリを選んでください。選んだアプリを覚えておくので、次からはボタンに「…にインストール」と表示されます。
ウェブ、デスクトップ、モバイルのClaudeで使えます:
https://reefwith.me/mcpターミナルでこれを実行します
claude mcp add --transport http reef https://reefwith.me/mcpプロジェクトの .cursor/mcp.json、または ~/.cursor/mcp.json に貼り付けます
{
"mcpServers": {
"reef": {
"url": "https://reefwith.me/mcp"
}
}
}ブラウザがアプリを開いてよいか確認し、そのあとアプリが設定を表示して確認を求めます。キーの値は空欄のままなので、自分で入力してください。
プロジェクトの .vscode/mcp.json に貼り付けます
{
"servers": {
"reef": {
"type": "http",
"url": "https://reefwith.me/mcp"
}
}
}ブラウザがアプリを開いてよいか確認し、そのあとアプリが設定を表示して確認を求めます。キーの値は空欄のままなので、自分で入力してください。
ChatGPTがつなげるのは、インターネット上のサーバーだけです:
https://reefwith.me/mcpメニューの名前は、プランや時期によって少し違うことがあります。
選んだアプリは、この端末のCookieに保存されます。アカウントは不要です。
この設定は、作者のレジストリ登録情報から作成しています。READMEと違う場合は、READMEに従ってください。
このサーバーのツール一覧はまだ読み取っていません。エンドポイントは順番にチェックしています。
誰でも見られる情報をチェックしており、コードは読んでいません。当てはまらない項目は数に入れていません。 · 2026年11月7日にチェック
公開者(reefwith.me)がリポジトリの所有者(diepzee)ではありません。別の人が登録した可能性があります
このリポジトリはまだGitHubから読み取っていません
このリポジトリはまだGitHubから読み取っていません
まだチェックしていません。エンドポイントは順番にチェックしています
まだチェックしていません。エンドポイントは順番にチェックしています
まだチェックしていません。エンドポイントをチェックするときにツール一覧を読み取ります
レジストリでこのカテゴリにある有効なすべてのサーバーと比較しています。スターは、公開者がリポジトリの所有者である場合だけ数えます。
当てはまる基本チェック1項目のうち0項目に合格しました。コードは読んでいません。キーやトークンを追加する前に、サーバーがどんなアクセスを求めているかを確認し、必要な権限だけを持つキーを使ってください。
レジストリには必須のキーは載っていません。ただし、最初に使うときにサインインを求めるサーバーもあります。
作者のクラウドで動きます。インストール不要でインターネット経由でつながりますが、送った内容は作者のサーバーを通ります。
GitHubリポジトリの最終更新は–、最新バージョン(1.0.1)がレジストリに届いたのは2 か月前です。
Claude Desktop、Claude Code、Cursor、VS CodeなどのMCP対応アプリで使えます。URLでつながるので、リモートMCPサーバーに対応したアプリ(開発者モードのChatGPTなど)でも使えます。
同じカテゴリには:Context7, Codebase Memory, Exa
同じカテゴリで、ほかの作者が作ったサーバー。スターの多い順。
カードの見方:★ GitHubスターi3つの柱:レビュー · チェック · 利用状況i更新=最新バージョンをレジストリに公開した日i
Up-to-date docs for AI agents
Codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens.
Connect AI agents to Exa for web search, content fetching, and multi-step research.
作者のリポジトリから書かれたとおりにコピーしたものです。PopNx MCPは内容を確認・推奨していません。HTML、画像、スクリプトは取り除いています。リンクはこのサイトの外へ移動します。
Shared, living memory for you and the people you share your life with — and for the AI assistants you both already use.
Your assistant forgets you between conversations. reef gives it a memory that lasts — and one your partner, your household, or your project can share.
You need an invitation — reef is invite-only. Once you have one:
uv tool install reef-cli # or: npm install -g @haai/reef-cli
reef login reef load-index
To use it from an assistant instead, add https://reefwith.me/mcp as a remote MCP connector and sign in with the address you were invited on.
In Claude Code, the plugin carries that connector and three commands with it:
claude plugin marketplace add diepzee/reef
claude plugin install reef@haai
/reef:recall answers from memory rather than from guesswork, /reef:remember files something away, and /reef:whats-new reports what the other people's assistants have been writing.
There is a browser app too, at reefwith.me/app. Use it to read and edit pages without an assistant.
Memory lives in coves. You get one private cove the first time you sign in. You can create any number of shared ones — a household, a school circle, an accountant, a small project.
| Private cove | Shared cove | |
|---|---|---|
| Who can read it | Only you | Everyone invited |
| Created | At first sign-in | By whoever needs it |
| Named | Always personal | By you, for you |
| People join | Never | By email invitation from the owner |
You name shared coves for yourself. Your name for a cove is yours alone. Two households can each have a family without either knowing the other exists, and nobody can take a name from anybody else.
Sharing is deliberate and permanent. Moving something out of your private cove takes two steps. First your assistant shows you the exact text and names everyone who will be able to read it. Only then does it move.
Writing private content into a shared cove any other way is refused — not discouraged, refused. And there is no un-sharing.
reef loads an index first, then pages — the LLM Wiki pattern, adapted for shared, permissioned memory.
load_index and gets a map of every page it may see: path, title, tags, and a one-line description. No page bodies.read_pages.search_pages matches words inside page bodies — and because it runs under the same row-level security as every read, a search can never surface a page its caller could not open.The index is rebuilt from the database on every call, so it cannot fall out of date.
Nothing is recorded silently. Mid-conversation, a fact worth keeping goes through remember, which stages it as a dated line in that cove's inbox — and before the conversation ends, the assistant says what it is keeping so you can strike anything first.
An inbox entry is not memory yet. A tidy-up — ask for one any time — compiles inboxes onto real pages, flags pages that have gone stale, and surfaces contradictions between your pages and shared ones instead of silently picking a winner. Deliberate capture, reviewed by you, is the design: reef will not transcribe your conversations behind your back.
The database enforces it, not the application code.
Every page, file, and membership is guarded by PostgreSQL Row-Level Security. A query with a forgotten filter returns nothing rather than somebody else's data. Getting it wrong fails closed.
This works only because the app connects as an ordinary database role. A superuser ignores every policy, so reef runs as rif_app — which can read and write rows but cannot change the schema. Migrations and backups use a separate, more privileged credential. See scripts/provision_app_role.py.
Pages are Markdown from the moment you write them. The web app exports:
Both are plain files that outlive this deployment. Export is one-way, out of reef — nothing here locks your memory in.
Two packages, both installing a reef command:
| Install | What you get | |
|---|---|---|
| Python | uv tool install reef-cli | Every MCP tool as a named command |
| npm | npm install -g @haai/reef-cli | login, tools, and call |
Named commands use hyphens: load_index becomes load-index. Every result is JSON, and an error such as not_found also exits non-zero.
reef read-pages personal profile.md preferences.md
reef write-page personal plans.md --body-file ./plans.md \ --message "Add the summer plan" --title Plans reef add-file personal ./lease.pdf --description "Signed rental agreement" reef call read_pages '{"cove":"personal","paths":["plans.md"]}'
reef call takes any MCP tool name and a JSON object, so it reaches everything the named commands do. Large inputs can come from a file or stdin; uploads are encoded for you.
Both packages sign in through the same browser flow. Each caches its own token, so logging in with one does not log in the other. Tokens live in a user-private config file.
Set REEF_MCP_URL to point at another server, or REEF_ACCESS_TOKEN for a headless run.
Run reef tools for the live schemas, and reef --help for arguments.
Agent skill: skills/reef/SKILL.md teaches an assistant the retrieval protocol, private-by-default writing, optimistic locking, and when it must ask you before acting.
Live since 6 August 2026 at reefwith.me, deployed on Railway behind WorkOS AuthKit, and in daily use.
Complete and reviewed: the schema and access control, index and page reads, versioned writes, and section-level sharing. Also multi-user coves with owner-managed invitations, file storage, the browser app, import, backup, and export.
Tests run against a real PostgreSQL, not a mock.
Known gaps, honestly:
An independent scheduled job now writes a daily pg_dump to R2. Every run observed from 24 August through 10 September 2026 uploaded successfully and passed the script's byte-count check. Separately, a 7 August production dump passed a restore drill. Railway-managed backup status and R2 retention controls remain unverified.
Everything outstanding is tracked in the "Open items" list at the top of docs/runbook.md.
You need Docker and uv. just is optional but does the setup for you.
just setup # dependencies, database, and the roles the tests need
just test # lint, Python suite, frontend suite just dev # serve the app locally
just on its own lists every task. Without it:
docker compose up -d # PostgreSQL on port 5433
uv sync && (cd frontend && bun install) uv run pytest # builds its own schema in rif_test
A cluster created before the test roles existed is missing them, and the suite says so loudly rather than testing a weaker shape. just db-roles repairs it.
Two things about the local database are deliberate, not accidental:
docker-compose.yml.Migrations seed one person and their coves. Nobody else is seeded, on purpose. An email address is the key a first sign-in binds against, and a migration does not re-run to correct a wrong guess. Everyone else arrives by invitation.
Write your PR title as a Conventional Commit (PRs are squash-merged, so the title is what decides the release version), and add a one-sentence fragment under changes/ if a person using reef would notice the change — see docs/releasing.md.
| Document | What it covers |
|---|---|
docs/spec.md | The design and why it is shaped this way |
docs/runbook.md | Deploying, and what is still open |
docs/restore.md | Backup and restore |
docs/competitor-research.md | The market around it |
The server — everything at the repository root — is AGPL-3.0-or-later. Read it, run it for yourself, fork it. The one condition that bites is the network one: if you run a modified reef as a service other people use, you owe them your changes. That matches what reef asks of itself. If somebody else is holding your memory, you should be able to see the code that holds it.
The parts you install rather than host are MIT, because a licence should not be a reason to hesitate over a client:
| Part | Licence |
|---|---|
The server (src/, this repository) | AGPL-3.0-or-later |
clients/python — reef-cli on PyPI | MIT |
clients/ts — @haai/reef-cli on npm | MIT |
plugins/reef — the Claude Code plugin | MIT |
Copyright is held by Haai BV.
The product is reef, and so is the Python module. rif was the working name, and it survived far longer than intended.
What is still called rif is everything a running system remembers, because those are not names anybody reads — they are keys something already wrote down:
Still rif | What it is | Why it stays |
|---|---|---|
app_name="rif" | Piccolo's key in the migration table | Renaming it makes Piccolo find zero applied migrations and replay the whole chain against a populated database |
rif_roster, rif_admit_member, … | SQL helper functions | They are the row-level-security boundary; renaming them is live DDL on the part of the system that must not be got wrong |
rif, rif_authz, rif_probe | database roles | RLS is only enforced against the right roles, and the suite asserts privileges as rif_probe |
| RIF_* | environment variables | Twelve are set on Railway, including the signing key and the open door;
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